Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 2.999996 3.327595 3.681875 4.094422 4.562798 5.079381 5.694108
2025-04-27 2.561008 3.009335 3.528504 4.177864 4.973481 5.923113 7.152221
2025-05-04 2.279833 2.796051 3.425272 4.256468 5.337210 6.710887 8.614930
2025-05-11 2.064907 2.620260 3.325603 4.299788 5.630331 7.413549 10.035179
2025-05-18 1.894442 2.473799 3.235677 4.328867 5.887125 8.075351 11.466811
2025-05-25 1.704897 2.278886 3.055537 4.205716 5.904983 8.387689 12.414646
2025-06-01 1.570352 2.144235 2.941303 4.156755 6.013568 8.829996 13.601766
2025-06-08 1.461945 2.035392 2.851158 4.129221 6.143619 9.308935 14.899868
2025-06-15 1.413847 2.008068 2.874505 4.270631 6.544372 10.253490 17.104568
2025-06-22 1.330982 1.922033 2.801817 4.253425 6.684291 10.779317 18.643270
2025-06-29 1.250869 1.833774 2.717890 4.208675 6.770230 11.216769 20.074906
2025-07-06 1.141093 1.692338 2.540641 3.995341 6.545640 11.078345 20.375372
2025-07-13 1.087150 1.636263 2.497045 4.005392 6.719256 11.693079 22.293618
2025-07-20 1.051929 1.607518 2.495289 4.086394 7.028317 12.598626 24.969252
2025-07-27 1.018602 1.579287 2.491734 4.162898 7.335603 13.537315 27.882998
2025-08-03 0.981702 1.542481 2.470614 4.205079 7.580401 14.379584 30.731678
2025-08-10 0.945345 1.504077 2.443663 4.233398 7.799562 15.194390 33.666930
2025-08-17 0.887732 1.425993 2.342261 4.113446 7.707838 15.331669 34.954624
2025-08-24 0.846005 1.372869 2.281477 4.065751 7.758803 15.786345 37.136193
2025-08-31 0.810481 1.328537 2.233559 4.038928 7.850229 16.342460 39.694951
2025-09-07 0.800914 1.329424 2.267700 4.176677 8.308576 17.809998 45.085547
2025-09-14 0.770562 1.291263 2.227066 4.159917 8.424593 18.473949 48.311674
2025-09-21 0.738666 1.248607 2.175397 4.116327 8.475472 18.983597 51.187246